Dataset statistics
| Number of variables | 24 |
|---|---|
| Number of observations | 991346 |
| Missing cells | 0 |
| Missing cells (%) | 0.0% |
| Duplicate rows | 26 |
| Duplicate rows (%) | < 0.1% |
| Total size in memory | 166.4 MiB |
| Average record size in memory | 176.0 B |
Variable types
| Categorical | 5 |
|---|---|
| Numeric | 19 |
| Dataset has 26 (< 0.1%) duplicate rows | Duplicates |
height is highly overall correlated with weight and 2 other fields | High correlation |
weight is highly overall correlated with height and 3 other fields | High correlation |
waistline is highly overall correlated with weight | High correlation |
sight_left is highly overall correlated with sight_right | High correlation |
sight_right is highly overall correlated with sight_left | High correlation |
SBP is highly overall correlated with DBP | High correlation |
DBP is highly overall correlated with SBP | High correlation |
tot_chole is highly overall correlated with LDL_chole | High correlation |
LDL_chole is highly overall correlated with tot_chole | High correlation |
hemoglobin is highly overall correlated with height and 2 other fields | High correlation |
SGOT_AST is highly overall correlated with SGOT_ALT | High correlation |
SGOT_ALT is highly overall correlated with SGOT_AST and 1 other fields | High correlation |
gamma_GTP is highly overall correlated with SGOT_ALT | High correlation |
sex is highly overall correlated with height and 3 other fields | High correlation |
hear_left is highly overall correlated with hear_right | High correlation |
hear_right is highly overall correlated with hear_left | High correlation |
SMK_stat_type_cd is highly overall correlated with sex | High correlation |
hear_left is highly imbalanced (79.8%) | Imbalance |
hear_right is highly imbalanced (80.3%) | Imbalance |
waistline is highly skewed (γ1 = 26.78843978) | Skewed |
HDL_chole is highly skewed (γ1 = 104.5776351) | Skewed |
serum_creatinine is highly skewed (γ1 = 111.022058) | Skewed |
SGOT_AST is highly skewed (γ1 = 150.4916897) | Skewed |
SGOT_ALT is highly skewed (γ1 = 50.03887229) | Skewed |
Reproduction
| Analysis started | 2023-10-26 05:05:43.224670 |
|---|---|
| Analysis finished | 2023-10-26 05:11:34.285312 |
| Duration | 5 minutes and 51.06 seconds |
| Software version | ydata-profiling vv4.5.1 |
| Download configuration | config.json |
sex
Categorical
HIGH CORRELATION
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 7.6 MiB |
| 1 | |
|---|---|
| 0 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 991346 |
|---|---|
| Distinct characters | 2 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 1 |
|---|---|
| 2nd row | 1 |
| 3rd row | 1 |
| 4th row | 1 |
| 5th row | 1 |
Common Values
| Value | Count | Frequency (%) |
| 1 | 526415 | |
| 0 | 464931 |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 1 | 526415 | |
| 0 | 464931 |
Most occurring characters
| Value | Count | Frequency (%) |
| 1 | 526415 | |
| 0 | 464931 |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 991346 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 1 | 526415 | |
| 0 | 464931 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 991346 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 1 | 526415 | |
| 0 | 464931 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 991346 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 1 | 526415 | |
| 0 | 464931 |
age
Real number (ℝ)
| Distinct | 14 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 47.614491 |
| Minimum | 20 |
|---|---|
| Maximum | 85 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 7.6 MiB |
Quantile statistics
| Minimum | 20 |
|---|---|
| 5-th percentile | 25 |
| Q1 | 35 |
| median | 45 |
| Q3 | 60 |
| 95-th percentile | 70 |
| Maximum | 85 |
| Range | 65 |
| Interquartile range (IQR) | 25 |
Descriptive statistics
| Standard deviation | 14.181339 |
|---|---|
| Coefficient of variation (CV) | 0.29783662 |
| Kurtosis | -0.57561552 |
| Mean | 47.614491 |
| Median Absolute Deviation (MAD) | 10 |
| Skewness | 0.15365339 |
| Sum | 47202435 |
| Variance | 201.11038 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=14)
| Value | Count | Frequency (%) |
| 40 | 130385 | |
| 50 | 129434 | |
| 45 | 118355 | |
| 55 | 111223 | |
| 60 | 106063 | |
| 35 | 84726 | |
| 30 | 77600 | |
| 25 | 64370 | |
| 65 | 52961 | |
| 70 | 50666 | 5.1% |
| Other values (4) | 65563 |
| Value | Count | Frequency (%) |
| 20 | 21971 | 2.2% |
| 25 | 64370 | |
| 30 | 77600 | |
| 35 | 84726 | |
| 40 | 130385 | |
| 45 | 118355 | |
| 50 | 129434 | |
| 55 | 111223 | |
| 60 | 106063 | |
| 65 | 52961 |
| Value | Count | Frequency (%) |
| 85 | 3291 | 0.3% |
| 80 | 14968 | 1.5% |
| 75 | 25333 | 2.6% |
| 70 | 50666 | 5.1% |
| 65 | 52961 | |
| 60 | 106063 | |
| 55 | 111223 | |
| 50 | 129434 | |
| 45 | 118355 | |
| 40 | 130385 |
height
Real number (ℝ)
HIGH CORRELATION
| Distinct | 13 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 162.24063 |
| Minimum | 130 |
|---|---|
| Maximum | 190 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 7.6 MiB |
Quantile statistics
| Minimum | 130 |
|---|---|
| 5-th percentile | 145 |
| Q1 | 155 |
| median | 160 |
| Q3 | 170 |
| 95-th percentile | 175 |
| Maximum | 190 |
| Range | 60 |
| Interquartile range (IQR) | 15 |
Descriptive statistics
| Standard deviation | 9.2829575 |
|---|---|
| Coefficient of variation (CV) | 0.057217219 |
| Kurtosis | -0.53564034 |
| Mean | 162.24063 |
| Median Absolute Deviation (MAD) | 5 |
| Skewness | -0.02273717 |
| Sum | 1.608366 × 108 |
| Variance | 86.173299 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=13)
| Value | Count | Frequency (%) |
| 160 | 181809 | |
| 165 | 178228 | |
| 170 | 166328 | |
| 155 | 165678 | |
| 150 | 107929 | |
| 175 | 98850 | |
| 145 | 39176 | 4.0% |
| 180 | 35970 | 3.6% |
| 140 | 9100 | 0.9% |
| 185 | 6588 | 0.7% |
| Other values (3) | 1690 | 0.2% |
| Value | Count | Frequency (%) |
| 130 | 86 | < 0.1% |
| 135 | 1241 | 0.1% |
| 140 | 9100 | 0.9% |
| 145 | 39176 | 4.0% |
| 150 | 107929 | |
| 155 | 165678 | |
| 160 | 181809 | |
| 165 | 178228 | |
| 170 | 166328 | |
| 175 | 98850 |
| Value | Count | Frequency (%) |
| 190 | 363 | < 0.1% |
| 185 | 6588 | 0.7% |
| 180 | 35970 | 3.6% |
| 175 | 98850 | |
| 170 | 166328 | |
| 165 | 178228 | |
| 160 | 181809 | |
| 155 | 165678 | |
| 150 | 107929 | |
| 145 | 39176 | 4.0% |
weight
Real number (ℝ)
HIGH CORRELATION
| Distinct | 24 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 63.28405 |
| Minimum | 25 |
|---|---|
| Maximum | 140 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 7.6 MiB |
Quantile statistics
| Minimum | 25 |
|---|---|
| 5-th percentile | 45 |
| Q1 | 55 |
| median | 60 |
| Q3 | 70 |
| 95-th percentile | 85 |
| Maximum | 140 |
| Range | 115 |
| Interquartile range (IQR) | 15 |
Descriptive statistics
| Standard deviation | 12.514241 |
|---|---|
| Coefficient of variation (CV) | 0.19774715 |
| Kurtosis | 0.35922025 |
| Mean | 63.28405 |
| Median Absolute Deviation (MAD) | 10 |
| Skewness | 0.5765566 |
| Sum | 62736390 |
| Variance | 156.60622 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=24)
| Value | Count | Frequency (%) |
| 60 | 151134 | |
| 55 | 150415 | |
| 65 | 141241 | |
| 50 | 125079 | |
| 70 | 122281 | |
| 75 | 90207 | |
| 45 | 63047 | |
| 80 | 58176 | 5.9% |
| 85 | 33708 | 3.4% |
| 90 | 18250 | 1.8% |
| Other values (14) | 37808 | 3.8% |
| Value | Count | Frequency (%) |
| 25 | 9 | < 0.1% |
| 30 | 157 | < 0.1% |
| 35 | 1948 | 0.2% |
| 40 | 16639 | 1.7% |
| 45 | 63047 | |
| 50 | 125079 | |
| 55 | 150415 | |
| 60 | 151134 | |
| 65 | 141241 | |
| 70 | 122281 |
| Value | Count | Frequency (%) |
| 140 | 3 | < 0.1% |
| 135 | 5 | < 0.1% |
| 130 | 43 | < 0.1% |
| 125 | 80 | < 0.1% |
| 120 | 236 | < 0.1% |
| 115 | 573 | 0.1% |
| 110 | 1177 | 0.1% |
| 105 | 2454 | 0.2% |
| 100 | 4829 | |
| 95 | 9655 |
waistline
Real number (ℝ)
HIGH CORRELATION SKEWED
| Distinct | 737 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 81.233358 |
| Minimum | 8 |
|---|---|
| Maximum | 999 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 7.6 MiB |
Quantile statistics
| Minimum | 8 |
|---|---|
| 5-th percentile | 66 |
| Q1 | 74.1 |
| median | 81 |
| Q3 | 87.8 |
| 95-th percentile | 97 |
| Maximum | 999 |
| Range | 991 |
| Interquartile range (IQR) | 13.7 |
Descriptive statistics
| Standard deviation | 11.850323 |
|---|---|
| Coefficient of variation (CV) | 0.14588001 |
| Kurtosis | 2066.8122 |
| Mean | 81.233358 |
| Median Absolute Deviation (MAD) | 6.8 |
| Skewness | 26.78844 |
| Sum | 80530364 |
| Variance | 140.43016 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 80 | 37790 | 3.8% |
| 81 | 34603 | 3.5% |
| 82 | 34024 | 3.4% |
| 84 | 33913 | 3.4% |
| 86 | 32723 | 3.3% |
| 83 | 32282 | 3.3% |
| 76 | 31254 | 3.2% |
| 78 | 30832 | 3.1% |
| 85 | 30626 | 3.1% |
| 79 | 28853 | 2.9% |
| Other values (727) | 664446 |
| Value | Count | Frequency (%) |
| 8 | 1 | < 0.1% |
| 27 | 1 | < 0.1% |
| 30 | 2 | |
| 32 | 3 | |
| 35 | 2 | |
| 40 | 1 | < 0.1% |
| 42 | 1 | < 0.1% |
| 43 | 1 | < 0.1% |
| 48 | 1 | < 0.1% |
| 49 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 999 | 57 | |
| 149.1 | 1 | < 0.1% |
| 145 | 1 | < 0.1% |
| 140 | 1 | < 0.1% |
| 138 | 1 | < 0.1% |
| 136.8 | 1 | < 0.1% |
| 136 | 2 | < 0.1% |
| 135 | 1 | < 0.1% |
| 134 | 3 | < 0.1% |
| 133 | 1 | < 0.1% |
sight_left
Real number (ℝ)
HIGH CORRELATION
| Distinct | 24 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.98083434 |
| Minimum | 0.1 |
|---|---|
| Maximum | 9.9 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 7.6 MiB |
Quantile statistics
| Minimum | 0.1 |
|---|---|
| 5-th percentile | 0.4 |
| Q1 | 0.7 |
| median | 1 |
| Q3 | 1.2 |
| 95-th percentile | 1.5 |
| Maximum | 9.9 |
| Range | 9.8 |
| Interquartile range (IQR) | 0.5 |
Descriptive statistics
| Standard deviation | 0.60594863 |
|---|---|
| Coefficient of variation (CV) | 0.61778897 |
| Kurtosis | 144.94968 |
| Mean | 0.98083434 |
| Median Absolute Deviation (MAD) | 0.2 |
| Skewness | 9.994626 |
| Sum | 972346.2 |
| Variance | 0.36717375 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=24)
| Value | Count | Frequency (%) |
| 1 | 201418 | |
| 1.2 | 188460 | |
| 1.5 | 121713 | |
| 0.9 | 105297 | |
| 0.8 | 99913 | |
| 0.7 | 83749 | |
| 0.6 | 53644 | 5.4% |
| 0.5 | 51895 | 5.2% |
| 0.4 | 30744 | 3.1% |
| 0.3 | 20388 | 2.1% |
| Other values (14) | 34125 | 3.4% |
| Value | Count | Frequency (%) |
| 0.1 | 9503 | 1.0% |
| 0.2 | 12255 | 1.2% |
| 0.3 | 20388 | 2.1% |
| 0.4 | 30744 | 3.1% |
| 0.5 | 51895 | 5.2% |
| 0.6 | 53644 | 5.4% |
| 0.7 | 83749 | |
| 0.8 | 99913 | |
| 0.9 | 105297 | |
| 1 | 201418 |
| Value | Count | Frequency (%) |
| 9.9 | 3118 | 0.3% |
| 2.5 | 7 | < 0.1% |
| 2.2 | 2 | < 0.1% |
| 2.1 | 3 | < 0.1% |
| 2 | 8452 | 0.9% |
| 1.9 | 32 | < 0.1% |
| 1.8 | 25 | < 0.1% |
| 1.7 | 14 | < 0.1% |
| 1.6 | 371 | < 0.1% |
| 1.5 | 121713 |
sight_right
Real number (ℝ)
HIGH CORRELATION
| Distinct | 24 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.97842913 |
| Minimum | 0.1 |
|---|---|
| Maximum | 9.9 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 7.6 MiB |
Quantile statistics
| Minimum | 0.1 |
|---|---|
| 5-th percentile | 0.4 |
| Q1 | 0.7 |
| median | 1 |
| Q3 | 1.2 |
| 95-th percentile | 1.5 |
| Maximum | 9.9 |
| Range | 9.8 |
| Interquartile range (IQR) | 0.5 |
Descriptive statistics
| Standard deviation | 0.60477411 |
|---|---|
| Coefficient of variation (CV) | 0.61810722 |
| Kurtosis | 145.92255 |
| Mean | 0.97842913 |
| Median Absolute Deviation (MAD) | 0.2 |
| Skewness | 10.033647 |
| Sum | 969961.8 |
| Variance | 0.36575173 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=24)
| Value | Count | Frequency (%) |
| 1 | 204493 | |
| 1.2 | 187266 | |
| 1.5 | 120620 | |
| 0.9 | 106186 | |
| 0.8 | 98777 | |
| 0.7 | 84168 | |
| 0.6 | 53238 | 5.4% |
| 0.5 | 50803 | 5.1% |
| 0.4 | 31318 | 3.2% |
| 0.3 | 20090 | 2.0% |
| Other values (14) | 34387 | 3.5% |
| Value | Count | Frequency (%) |
| 0.1 | 10028 | 1.0% |
| 0.2 | 13002 | 1.3% |
| 0.3 | 20090 | 2.0% |
| 0.4 | 31318 | 3.2% |
| 0.5 | 50803 | 5.1% |
| 0.6 | 53238 | 5.4% |
| 0.7 | 84168 | |
| 0.8 | 98777 | |
| 0.9 | 106186 | |
| 1 | 204493 |
| Value | Count | Frequency (%) |
| 9.9 | 3111 | 0.3% |
| 2.5 | 10 | < 0.1% |
| 2.2 | 1 | < 0.1% |
| 2.1 | 10 | < 0.1% |
| 2 | 7363 | 0.7% |
| 1.9 | 21 | < 0.1% |
| 1.8 | 32 | < 0.1% |
| 1.7 | 24 | < 0.1% |
| 1.6 | 390 | < 0.1% |
| 1.5 | 120620 |
hear_left
Categorical
HIGH CORRELATION IMBALANCE
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 7.6 MiB |
| 1 | |
|---|---|
| 2 | 31222 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 991346 |
|---|---|
| Distinct characters | 2 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 1 |
|---|---|
| 2nd row | 1 |
| 3rd row | 1 |
| 4th row | 1 |
| 5th row | 1 |
Common Values
| Value | Count | Frequency (%) |
| 1 | 960124 | |
| 2 | 31222 | 3.1% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 1 | 960124 | |
| 2 | 31222 | 3.1% |
Most occurring characters
| Value | Count | Frequency (%) |
| 1 | 960124 | |
| 2 | 31222 | 3.1% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 991346 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 1 | 960124 | |
| 2 | 31222 | 3.1% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 991346 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 1 | 960124 | |
| 2 | 31222 | 3.1% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 991346 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 1 | 960124 | |
| 2 | 31222 | 3.1% |
hear_right
Categorical
HIGH CORRELATION IMBALANCE
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 7.6 MiB |
| 1 | |
|---|---|
| 2 | 30212 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 991346 |
|---|---|
| Distinct characters | 2 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 1 |
|---|---|
| 2nd row | 1 |
| 3rd row | 1 |
| 4th row | 1 |
| 5th row | 1 |
Common Values
| Value | Count | Frequency (%) |
| 1 | 961134 | |
| 2 | 30212 | 3.0% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 1 | 961134 | |
| 2 | 30212 | 3.0% |
Most occurring characters
| Value | Count | Frequency (%) |
| 1 | 961134 | |
| 2 | 30212 | 3.0% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 991346 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 1 | 961134 | |
| 2 | 30212 | 3.0% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 991346 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 1 | 961134 | |
| 2 | 30212 | 3.0% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 991346 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 1 | 961134 | |
| 2 | 30212 | 3.0% |
SBP
Real number (ℝ)
HIGH CORRELATION
| Distinct | 171 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 122.4325 |
| Minimum | 67 |
|---|---|
| Maximum | 273 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 7.6 MiB |
Quantile statistics
| Minimum | 67 |
|---|---|
| 5-th percentile | 100 |
| Q1 | 112 |
| median | 120 |
| Q3 | 131 |
| 95-th percentile | 148 |
| Maximum | 273 |
| Range | 206 |
| Interquartile range (IQR) | 19 |
Descriptive statistics
| Standard deviation | 14.543148 |
|---|---|
| Coefficient of variation (CV) | 0.11878503 |
| Kurtosis | 0.99663922 |
| Mean | 122.4325 |
| Median Absolute Deviation (MAD) | 10 |
| Skewness | 0.48206032 |
| Sum | 1.2137297 × 108 |
| Variance | 211.50315 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 120 | 78786 | 7.9% |
| 110 | 72193 | 7.3% |
| 130 | 71714 | 7.2% |
| 118 | 40078 | 4.0% |
| 100 | 30829 | 3.1% |
| 138 | 24426 | 2.5% |
| 119 | 24166 | 2.4% |
| 128 | 23766 | 2.4% |
| 124 | 22224 | 2.2% |
| 116 | 22177 | 2.2% |
| Other values (161) | 580987 |
| Value | Count | Frequency (%) |
| 67 | 1 | < 0.1% |
| 70 | 3 | < 0.1% |
| 72 | 1 | < 0.1% |
| 73 | 4 | < 0.1% |
| 74 | 3 | < 0.1% |
| 75 | 8 | |
| 76 | 7 | |
| 77 | 6 | |
| 78 | 11 | |
| 79 | 6 |
| Value | Count | Frequency (%) |
| 273 | 1 | |
| 270 | 1 | |
| 255 | 1 | |
| 253 | 1 | |
| 244 | 1 | |
| 241 | 1 | |
| 240 | 1 | |
| 238 | 1 | |
| 236 | 1 | |
| 235 | 1 |
DBP
Real number (ℝ)
HIGH CORRELATION
| Distinct | 127 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 76.052627 |
| Minimum | 32 |
|---|---|
| Maximum | 185 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 7.6 MiB |
Quantile statistics
| Minimum | 32 |
|---|---|
| 5-th percentile | 60 |
| Q1 | 70 |
| median | 76 |
| Q3 | 82 |
| 95-th percentile | 92 |
| Maximum | 185 |
| Range | 153 |
| Interquartile range (IQR) | 12 |
Descriptive statistics
| Standard deviation | 9.8893654 |
|---|---|
| Coefficient of variation (CV) | 0.13003318 |
| Kurtosis | 0.89150383 |
| Mean | 76.052627 |
| Median Absolute Deviation (MAD) | 6 |
| Skewness | 0.4000338 |
| Sum | 75394468 |
| Variance | 97.799547 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 80 | 123156 | 12.4% |
| 70 | 111699 | 11.3% |
| 78 | 44628 | 4.5% |
| 60 | 41253 | 4.2% |
| 72 | 33644 | 3.4% |
| 75 | 32575 | 3.3% |
| 76 | 31976 | 3.2% |
| 74 | 31773 | 3.2% |
| 82 | 27195 | 2.7% |
| 90 | 25959 | 2.6% |
| Other values (117) | 487488 |
| Value | Count | Frequency (%) |
| 32 | 1 | < 0.1% |
| 33 | 1 | < 0.1% |
| 34 | 1 | < 0.1% |
| 36 | 2 | < 0.1% |
| 37 | 3 | < 0.1% |
| 38 | 1 | < 0.1% |
| 39 | 3 | < 0.1% |
| 40 | 14 | |
| 41 | 7 | |
| 42 | 12 |
| Value | Count | Frequency (%) |
| 185 | 1 | |
| 181 | 1 | |
| 180 | 1 | |
| 170 | 1 | |
| 164 | 1 | |
| 163 | 1 | |
| 160 | 2 | |
| 156 | 2 | |
| 154 | 2 | |
| 153 | 2 |
BLDS
Real number (ℝ)
| Distinct | 498 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 100.42445 |
| Minimum | 25 |
|---|---|
| Maximum | 852 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 7.6 MiB |
Quantile statistics
| Minimum | 25 |
|---|---|
| 5-th percentile | 79 |
| Q1 | 88 |
| median | 96 |
| Q3 | 105 |
| 95-th percentile | 137 |
| Maximum | 852 |
| Range | 827 |
| Interquartile range (IQR) | 17 |
Descriptive statistics
| Standard deviation | 24.17996 |
|---|---|
| Coefficient of variation (CV) | 0.24077762 |
| Kurtosis | 40.470487 |
| Mean | 100.42445 |
| Median Absolute Deviation (MAD) | 8 |
| Skewness | 4.6173775 |
| Sum | 99555374 |
| Variance | 584.67045 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 93 | 35243 | 3.6% |
| 92 | 35227 | 3.6% |
| 95 | 35190 | 3.5% |
| 94 | 35173 | 3.5% |
| 91 | 34389 | 3.5% |
| 96 | 33814 | 3.4% |
| 90 | 33754 | 3.4% |
| 97 | 32981 | 3.3% |
| 89 | 32178 | 3.2% |
| 98 | 31902 | 3.2% |
| Other values (488) | 651495 |
| Value | Count | Frequency (%) |
| 25 | 1 | < 0.1% |
| 30 | 1 | < 0.1% |
| 32 | 1 | < 0.1% |
| 33 | 2 | |
| 34 | 2 | |
| 36 | 2 | |
| 37 | 1 | < 0.1% |
| 38 | 4 | |
| 39 | 1 | < 0.1% |
| 40 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 852 | 1 | |
| 801 | 1 | |
| 800 | 1 | |
| 784 | 1 | |
| 769 | 1 | |
| 741 | 1 | |
| 685 | 1 | |
| 663 | 1 | |
| 638 | 1 | |
| 629 | 2 |
tot_chole
Real number (ℝ)
HIGH CORRELATION
| Distinct | 474 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 195.55702 |
| Minimum | 30 |
|---|---|
| Maximum | 2344 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 7.6 MiB |
Quantile statistics
| Minimum | 30 |
|---|---|
| 5-th percentile | 137 |
| Q1 | 169 |
| median | 193 |
| Q3 | 219 |
| 95-th percentile | 261 |
| Maximum | 2344 |
| Range | 2314 |
| Interquartile range (IQR) | 50 |
Descriptive statistics
| Standard deviation | 38.660155 |
|---|---|
| Coefficient of variation (CV) | 0.19769249 |
| Kurtosis | 49.462386 |
| Mean | 195.55702 |
| Median Absolute Deviation (MAD) | 25 |
| Skewness | 1.5568817 |
| Sum | 1.9386467 × 108 |
| Variance | 1494.6076 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 199 | 11079 | 1.1% |
| 184 | 10873 | 1.1% |
| 189 | 10857 | 1.1% |
| 190 | 10825 | 1.1% |
| 188 | 10796 | 1.1% |
| 197 | 10775 | 1.1% |
| 192 | 10746 | 1.1% |
| 187 | 10746 | 1.1% |
| 196 | 10723 | 1.1% |
| 186 | 10717 | 1.1% |
| Other values (464) | 883209 |
| Value | Count | Frequency (%) |
| 30 | 1 | < 0.1% |
| 45 | 1 | < 0.1% |
| 54 | 1 | < 0.1% |
| 55 | 1 | < 0.1% |
| 57 | 3 | |
| 58 | 1 | < 0.1% |
| 59 | 1 | < 0.1% |
| 60 | 1 | < 0.1% |
| 62 | 1 | < 0.1% |
| 63 | 2 |
| Value | Count | Frequency (%) |
| 2344 | 1 | |
| 2196 | 1 | |
| 2067 | 1 | |
| 2046 | 1 | |
| 2033 | 1 | |
| 1815 | 1 | |
| 1736 | 1 | |
| 1619 | 1 | |
| 1605 | 1 | |
| 1575 | 1 |
HDL_chole
Real number (ℝ)
SKEWED
| Distinct | 223 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 56.9368 |
| Minimum | 1 |
|---|---|
| Maximum | 8110 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 7.6 MiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 36 |
| Q1 | 46 |
| median | 55 |
| Q3 | 66 |
| 95-th percentile | 84 |
| Maximum | 8110 |
| Range | 8109 |
| Interquartile range (IQR) | 20 |
Descriptive statistics
| Standard deviation | 17.238479 |
|---|---|
| Coefficient of variation (CV) | 0.30276515 |
| Kurtosis | 48094.155 |
| Mean | 56.9368 |
| Median Absolute Deviation (MAD) | 10 |
| Skewness | 104.57764 |
| Sum | 56444069 |
| Variance | 297.16516 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 50 | 29602 | 3.0% |
| 52 | 28335 | 2.9% |
| 53 | 28323 | 2.9% |
| 51 | 28126 | 2.8% |
| 54 | 27952 | 2.8% |
| 49 | 27869 | 2.8% |
| 48 | 27428 | 2.8% |
| 55 | 27092 | 2.7% |
| 56 | 26827 | 2.7% |
| 47 | 26476 | 2.7% |
| Other values (213) | 713316 |
| Value | Count | Frequency (%) |
| 1 | 3 | < 0.1% |
| 2 | 7 | |
| 3 | 3 | < 0.1% |
| 4 | 5 | < 0.1% |
| 5 | 2 | < 0.1% |
| 6 | 6 | < 0.1% |
| 7 | 12 | |
| 8 | 6 | < 0.1% |
| 9 | 11 | |
| 10 | 15 |
| Value | Count | Frequency (%) |
| 8110 | 1 | |
| 1206 | 1 | |
| 933 | 1 | |
| 797 | 1 | |
| 727 | 1 | |
| 701 | 1 | |
| 697 | 1 | |
| 677 | 1 | |
| 658 | 1 | |
| 636 | 1 |
LDL_chole
Real number (ℝ)
HIGH CORRELATION
| Distinct | 432 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 113.03769 |
| Minimum | 1 |
|---|---|
| Maximum | 5119 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 7.6 MiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 60 |
| Q1 | 89 |
| median | 111 |
| Q3 | 135 |
| 95-th percentile | 172 |
| Maximum | 5119 |
| Range | 5118 |
| Interquartile range (IQR) | 46 |
Descriptive statistics
| Standard deviation | 35.842812 |
|---|---|
| Coefficient of variation (CV) | 0.31708726 |
| Kurtosis | 481.28298 |
| Mean | 113.03769 |
| Median Absolute Deviation (MAD) | 23 |
| Skewness | 5.2517394 |
| Sum | 1.1205946 × 108 |
| Variance | 1284.7072 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 109 | 11824 | 1.2% |
| 104 | 11795 | 1.2% |
| 107 | 11782 | 1.2% |
| 110 | 11773 | 1.2% |
| 102 | 11740 | 1.2% |
| 112 | 11656 | 1.2% |
| 115 | 11631 | 1.2% |
| 108 | 11611 | 1.2% |
| 105 | 11607 | 1.2% |
| 106 | 11597 | 1.2% |
| Other values (422) | 874330 |
| Value | Count | Frequency (%) |
| 1 | 81 | |
| 2 | 13 | < 0.1% |
| 3 | 13 | < 0.1% |
| 4 | 11 | < 0.1% |
| 5 | 20 | < 0.1% |
| 6 | 23 | < 0.1% |
| 7 | 29 | < 0.1% |
| 8 | 40 | |
| 9 | 31 | < 0.1% |
| 10 | 39 |
| Value | Count | Frequency (%) |
| 5119 | 1 | |
| 2254 | 1 | |
| 2114 | 1 | |
| 2111 | 1 | |
| 2043 | 1 | |
| 2026 | 1 | |
| 1933 | 1 | |
| 1798 | 1 | |
| 1750 | 1 | |
| 1696 | 1 |
triglyceride
Real number (ℝ)
| Distinct | 1657 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 132.14175 |
| Minimum | 1 |
|---|---|
| Maximum | 9490 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 7.6 MiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 46 |
| Q1 | 73 |
| median | 106 |
| Q3 | 159 |
| 95-th percentile | 297 |
| Maximum | 9490 |
| Range | 9489 |
| Interquartile range (IQR) | 86 |
Descriptive statistics
| Standard deviation | 102.19698 |
|---|---|
| Coefficient of variation (CV) | 0.77338906 |
| Kurtosis | 175.38524 |
| Mean | 132.14175 |
| Median Absolute Deviation (MAD) | 39 |
| Skewness | 6.5293729 |
| Sum | 1.309982 × 108 |
| Variance | 10444.224 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 72 | 8236 | 0.8% |
| 78 | 8207 | 0.8% |
| 79 | 8178 | 0.8% |
| 69 | 8139 | 0.8% |
| 70 | 8131 | 0.8% |
| 76 | 8122 | 0.8% |
| 68 | 8120 | 0.8% |
| 82 | 8102 | 0.8% |
| 75 | 8096 | 0.8% |
| 77 | 8095 | 0.8% |
| Other values (1647) | 909920 |
| Value | Count | Frequency (%) |
| 1 | 4 | < 0.1% |
| 2 | 1 | < 0.1% |
| 3 | 1 | < 0.1% |
| 4 | 2 | < 0.1% |
| 5 | 2 | < 0.1% |
| 6 | 2 | < 0.1% |
| 7 | 10 | |
| 8 | 7 | |
| 9 | 11 | |
| 10 | 8 |
| Value | Count | Frequency (%) |
| 9490 | 1 | |
| 6430 | 1 | |
| 6173 | 1 | |
| 5236 | 1 | |
| 4164 | 1 | |
| 4000 | 1 | |
| 3858 | 1 | |
| 3848 | 1 | |
| 3830 | 1 | |
| 3771 | 1 |
hemoglobin
Real number (ℝ)
HIGH CORRELATION
| Distinct | 190 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 14.229824 |
| Minimum | 1 |
|---|---|
| Maximum | 25 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 7.6 MiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 11.7 |
| Q1 | 13.2 |
| median | 14.3 |
| Q3 | 15.4 |
| 95-th percentile | 16.6 |
| Maximum | 25 |
| Range | 24 |
| Interquartile range (IQR) | 2.2 |
Descriptive statistics
| Standard deviation | 1.5849287 |
|---|---|
| Coefficient of variation (CV) | 0.11138077 |
| Kurtosis | 0.71137942 |
| Mean | 14.229824 |
| Median Absolute Deviation (MAD) | 1.1 |
| Skewness | -0.3839878 |
| Sum | 14106679 |
| Variance | 2.5119991 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 13.5 | 23297 | 2.4% |
| 14 | 23108 | 2.3% |
| 13.6 | 23093 | 2.3% |
| 13.4 | 22946 | 2.3% |
| 13.8 | 22781 | 2.3% |
| 13.3 | 22734 | 2.3% |
| 13.9 | 22635 | 2.3% |
| 15 | 22600 | 2.3% |
| 13.7 | 22591 | 2.3% |
| 14.8 | 22181 | 2.2% |
| Other values (180) | 763380 |
| Value | Count | Frequency (%) |
| 1 | 3 | |
| 2.8 | 1 | < 0.1% |
| 3.7 | 3 | |
| 3.8 | 1 | < 0.1% |
| 3.9 | 3 | |
| 4 | 4 | |
| 4.1 | 2 | |
| 4.2 | 4 | |
| 4.3 | 3 | |
| 4.4 | 2 |
| Value | Count | Frequency (%) |
| 25 | 2 | |
| 24.2 | 1 | |
| 23.9 | 1 | |
| 23.6 | 1 | |
| 23.3 | 1 | |
| 22.7 | 1 | |
| 22.1 | 1 | |
| 22 | 1 | |
| 21.8 | 1 | |
| 21.7 | 2 |
urine_protein
Real number (ℝ)
| Distinct | 6 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1.0942244 |
| Minimum | 1 |
|---|---|
| Maximum | 6 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 3.8 MiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 1 |
| median | 1 |
| Q3 | 1 |
| 95-th percentile | 2 |
| Maximum | 6 |
| Range | 5 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0.43772355 |
|---|---|
| Coefficient of variation (CV) | 0.40003087 |
| Kurtosis | 36.899552 |
| Mean | 1.0942244 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 5.6724908 |
| Sum | 1084755 |
| Variance | 0.19160191 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=6)
| Value | Count | Frequency (%) |
| 1 | 935175 | |
| 2 | 30850 | 3.1% |
| 3 | 16405 | 1.7% |
| 4 | 6427 | 0.6% |
| 5 | 1977 | 0.2% |
| 6 | 512 | 0.1% |
| Value | Count | Frequency (%) |
| 1 | 935175 | |
| 2 | 30850 | 3.1% |
| 3 | 16405 | 1.7% |
| 4 | 6427 | 0.6% |
| 5 | 1977 | 0.2% |
| 6 | 512 | 0.1% |
| Value | Count | Frequency (%) |
| 6 | 512 | 0.1% |
| 5 | 1977 | 0.2% |
| 4 | 6427 | 0.6% |
| 3 | 16405 | 1.7% |
| 2 | 30850 | 3.1% |
| 1 | 935175 |
serum_creatinine
Real number (ℝ)
SKEWED
| Distinct | 183 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.86046668 |
| Minimum | 0.1 |
|---|---|
| Maximum | 98 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 7.6 MiB |
Quantile statistics
| Minimum | 0.1 |
|---|---|
| 5-th percentile | 0.6 |
| Q1 | 0.7 |
| median | 0.8 |
| Q3 | 1 |
| 95-th percentile | 1.2 |
| Maximum | 98 |
| Range | 97.9 |
| Interquartile range (IQR) | 0.3 |
Descriptive statistics
| Standard deviation | 0.48053042 |
|---|---|
| Coefficient of variation (CV) | 0.55845326 |
| Kurtosis | 19089.83 |
| Mean | 0.86046668 |
| Median Absolute Deviation (MAD) | 0.1 |
| Skewness | 111.02206 |
| Sum | 853020.2 |
| Variance | 0.23090948 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 0.8 | 194902 | |
| 0.9 | 180626 | |
| 0.7 | 164293 | |
| 1 | 140743 | |
| 0.6 | 109236 | |
| 1.1 | 86355 | |
| 1.2 | 40744 | 4.1% |
| 0.5 | 38932 | 3.9% |
| 1.3 | 15160 | 1.5% |
| 0.4 | 6050 | 0.6% |
| Other values (173) | 14305 | 1.4% |
| Value | Count | Frequency (%) |
| 0.1 | 425 | < 0.1% |
| 0.2 | 99 | < 0.1% |
| 0.3 | 597 | 0.1% |
| 0.4 | 6050 | 0.6% |
| 0.5 | 38932 | 3.9% |
| 0.6 | 109236 | |
| 0.7 | 164293 | |
| 0.8 | 194902 | |
| 0.9 | 180626 | |
| 1 | 140743 |
| Value | Count | Frequency (%) |
| 98 | 2 | |
| 96 | 2 | |
| 95 | 1 | |
| 94 | 1 | |
| 93 | 1 | |
| 87 | 1 | |
| 85 | 1 | |
| 81 | 1 | |
| 80 | 1 | |
| 79 | 1 |
SGOT_AST
Real number (ℝ)
HIGH CORRELATION SKEWED
| Distinct | 568 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 25.989308 |
| Minimum | 1 |
|---|---|
| Maximum | 9999 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 7.6 MiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 15 |
| Q1 | 19 |
| median | 23 |
| Q3 | 28 |
| 95-th percentile | 46 |
| Maximum | 9999 |
| Range | 9998 |
| Interquartile range (IQR) | 9 |
Descriptive statistics
| Standard deviation | 23.493386 |
|---|---|
| Coefficient of variation (CV) | 0.90396349 |
| Kurtosis | 50432.651 |
| Mean | 25.989308 |
| Median Absolute Deviation (MAD) | 5 |
| Skewness | 150.49169 |
| Sum | 25764397 |
| Variance | 551.93919 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 20 | 64900 | 6.5% |
| 21 | 63845 | 6.4% |
| 19 | 62846 | 6.3% |
| 22 | 61195 | 6.2% |
| 18 | 58423 | 5.9% |
| 23 | 57642 | 5.8% |
| 24 | 52476 | 5.3% |
| 17 | 50161 | 5.1% |
| 25 | 47304 | 4.8% |
| 26 | 41665 | 4.2% |
| Other values (558) | 430889 |
| Value | Count | Frequency (%) |
| 1 | 14 | < 0.1% |
| 2 | 19 | < 0.1% |
| 3 | 16 | < 0.1% |
| 4 | 28 | < 0.1% |
| 5 | 39 | < 0.1% |
| 6 | 70 | < 0.1% |
| 7 | 131 | < 0.1% |
| 8 | 297 | < 0.1% |
| 9 | 580 | 0.1% |
| 10 | 1708 |
| Value | Count | Frequency (%) |
| 9999 | 1 | |
| 7000 | 2 | |
| 3742 | 1 | |
| 3440 | 1 | |
| 3235 | 1 | |
| 2670 | 1 | |
| 1962 | 1 | |
| 1911 | 1 | |
| 1870 | 1 | |
| 1686 | 1 |
SGOT_ALT
Real number (ℝ)
HIGH CORRELATION SKEWED
| Distinct | 594 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 25.755051 |
| Minimum | 1 |
|---|---|
| Maximum | 7210 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 7.6 MiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 10 |
| Q1 | 15 |
| median | 20 |
| Q3 | 29 |
| 95-th percentile | 59 |
| Maximum | 7210 |
| Range | 7209 |
| Interquartile range (IQR) | 14 |
Descriptive statistics
| Standard deviation | 26.308599 |
|---|---|
| Coefficient of variation (CV) | 1.0214928 |
| Kurtosis | 8615.9443 |
| Mean | 25.755051 |
| Median Absolute Deviation (MAD) | 7 |
| Skewness | 50.038872 |
| Sum | 25532167 |
| Variance | 692.1424 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 15 | 47841 | 4.8% |
| 16 | 47260 | 4.8% |
| 14 | 47175 | 4.8% |
| 17 | 46075 | 4.6% |
| 18 | 44336 | 4.5% |
| 13 | 44024 | 4.4% |
| 19 | 41894 | 4.2% |
| 12 | 40938 | 4.1% |
| 20 | 38803 | 3.9% |
| 21 | 36256 | 3.7% |
| Other values (584) | 556744 |
| Value | Count | Frequency (%) |
| 1 | 31 | < 0.1% |
| 2 | 60 | < 0.1% |
| 3 | 186 | < 0.1% |
| 4 | 567 | 0.1% |
| 5 | 1636 | 0.2% |
| 6 | 3259 | 0.3% |
| 7 | 6591 | 0.7% |
| 8 | 12212 | 1.2% |
| 9 | 18937 | |
| 10 | 31707 |
| Value | Count | Frequency (%) |
| 7210 | 1 | |
| 4633 | 1 | |
| 3807 | 1 | |
| 3517 | 1 | |
| 3307 | 1 | |
| 2981 | 1 | |
| 2698 | 1 | |
| 2535 | 1 | |
| 2530 | 1 | |
| 2309 | 1 |
gamma_GTP
Real number (ℝ)
HIGH CORRELATION
| Distinct | 940 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 37.136347 |
| Minimum | 1 |
|---|---|
| Maximum | 999 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 7.6 MiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 10 |
| Q1 | 16 |
| median | 23 |
| Q3 | 39 |
| 95-th percentile | 105 |
| Maximum | 999 |
| Range | 998 |
| Interquartile range (IQR) | 23 |
Descriptive statistics
| Standard deviation | 50.424153 |
|---|---|
| Coefficient of variation (CV) | 1.3578113 |
| Kurtosis | 97.042135 |
| Mean | 37.136347 |
| Median Absolute Deviation (MAD) | 9 |
| Skewness | 7.7185093 |
| Sum | 36814969 |
| Variance | 2542.5952 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 14 | 41158 | 4.2% |
| 15 | 40932 | 4.1% |
| 13 | 39919 | 4.0% |
| 16 | 39750 | 4.0% |
| 17 | 37763 | 3.8% |
| 12 | 36681 | 3.7% |
| 18 | 35756 | 3.6% |
| 19 | 33419 | 3.4% |
| 11 | 31565 | 3.2% |
| 20 | 31362 | 3.2% |
| Other values (930) | 623041 |
| Value | Count | Frequency (%) |
| 1 | 16 | < 0.1% |
| 2 | 31 | < 0.1% |
| 3 | 206 | < 0.1% |
| 4 | 239 | < 0.1% |
| 5 | 621 | 0.1% |
| 6 | 1623 | 0.2% |
| 7 | 3493 | 0.4% |
| 8 | 8202 | 0.8% |
| 9 | 14181 | |
| 10 | 25643 |
| Value | Count | Frequency (%) |
| 999 | 239 | |
| 998 | 1 | < 0.1% |
| 997 | 1 | < 0.1% |
| 996 | 2 | < 0.1% |
| 994 | 2 | < 0.1% |
| 993 | 4 | < 0.1% |
| 992 | 2 | < 0.1% |
| 991 | 1 | < 0.1% |
| 990 | 5 | < 0.1% |
| 989 | 2 | < 0.1% |
SMK_stat_type_cd
Categorical
HIGH CORRELATION
| Distinct | 3 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 7.6 MiB |
| 1 | |
|---|---|
| 3 | |
| 2 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 991346 |
|---|---|
| Distinct characters | 3 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 1 |
|---|---|
| 2nd row | 3 |
| 3rd row | 1 |
| 4th row | 1 |
| 5th row | 1 |
Common Values
| Value | Count | Frequency (%) |
| 1 | 602441 | |
| 3 | 213954 | 21.6% |
| 2 | 174951 | 17.6% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 1 | 602441 | |
| 3 | 213954 | 21.6% |
| 2 | 174951 | 17.6% |
Most occurring characters
| Value | Count | Frequency (%) |
| 1 | 602441 | |
| 3 | 213954 | 21.6% |
| 2 | 174951 | 17.6% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 991346 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 1 | 602441 | |
| 3 | 213954 | 21.6% |
| 2 | 174951 | 17.6% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 991346 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 1 | 602441 | |
| 3 | 213954 | 21.6% |
| 2 | 174951 | 17.6% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 991346 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 1 | 602441 | |
| 3 | 213954 | 21.6% |
| 2 | 174951 | 17.6% |
DRK_YN
Categorical
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 7.6 MiB |
| 0 | |
|---|---|
| 1 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 991346 |
|---|---|
| Distinct characters | 2 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 1 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 495858 | |
| 1 | 495488 |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0 | 495858 | |
| 1 | 495488 |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 495858 | |
| 1 | 495488 |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 991346 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 495858 | |
| 1 | 495488 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 991346 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 495858 | |
| 1 | 495488 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 991346 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 495858 | |
| 1 | 495488 |
| age | height | weight | waistline | sight_left | sight_right | SBP | DBP | BLDS | tot_chole | HDL_chole | LDL_chole | triglyceride | hemoglobin | urine_protein | serum_creatinine | SGOT_AST | SGOT_ALT | gamma_GTP | sex | hear_left | hear_right | SMK_stat_type_cd | DRK_YN | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| age | 1.000 | -0.385 | -0.173 | 0.165 | -0.387 | -0.380 | 0.262 | 0.119 | 0.254 | 0.024 | -0.114 | 0.039 | 0.127 | -0.180 | 0.024 | 0.001 | 0.207 | 0.068 | 0.059 | 0.127 | 0.241 | 0.235 | 0.144 | 0.291 |
| height | -0.385 | 1.000 | 0.680 | 0.342 | 0.273 | 0.275 | 0.056 | 0.117 | 0.045 | -0.020 | -0.190 | -0.009 | 0.150 | 0.585 | 0.009 | 0.462 | 0.083 | 0.247 | 0.323 | 0.744 | 0.099 | 0.100 | 0.361 | 0.375 |
| weight | -0.173 | 0.680 | 1.000 | 0.781 | 0.171 | 0.172 | 0.264 | 0.277 | 0.202 | 0.065 | -0.348 | 0.079 | 0.352 | 0.546 | 0.025 | 0.419 | 0.213 | 0.441 | 0.462 | 0.588 | 0.050 | 0.051 | 0.282 | 0.260 |
| waistline | 0.165 | 0.342 | 0.781 | 1.000 | -0.012 | -0.009 | 0.350 | 0.303 | 0.286 | 0.079 | -0.381 | 0.087 | 0.415 | 0.394 | 0.042 | 0.312 | 0.278 | 0.453 | 0.471 | 0.043 | 0.003 | 0.003 | 0.023 | 0.016 |
| sight_left | -0.387 | 0.273 | 0.171 | -0.012 | 1.000 | 0.717 | -0.091 | -0.013 | -0.085 | 0.020 | 0.009 | 0.017 | -0.008 | 0.181 | -0.022 | 0.087 | -0.041 | 0.040 | 0.044 | 0.143 | 0.078 | 0.075 | 0.070 | 0.132 |
| sight_right | -0.380 | 0.275 | 0.172 | -0.009 | 0.717 | 1.000 | -0.088 | -0.010 | -0.084 | 0.021 | 0.005 | 0.018 | -0.006 | 0.183 | -0.023 | 0.090 | -0.038 | 0.042 | 0.046 | 0.147 | 0.076 | 0.076 | 0.071 | 0.132 |
| SBP | 0.262 | 0.056 | 0.264 | 0.350 | -0.091 | -0.088 | 1.000 | 0.725 | 0.243 | 0.071 | -0.141 | 0.039 | 0.251 | 0.184 | 0.040 | 0.132 | 0.203 | 0.232 | 0.278 | 0.203 | 0.053 | 0.055 | 0.091 | 0.050 |
| DBP | 0.119 | 0.117 | 0.277 | 0.303 | -0.013 | -0.010 | 0.725 | 1.000 | 0.192 | 0.112 | -0.117 | 0.072 | 0.247 | 0.249 | 0.031 | 0.137 | 0.183 | 0.232 | 0.288 | 0.194 | 0.007 | 0.008 | 0.098 | 0.093 |
| BLDS | 0.254 | 0.045 | 0.202 | 0.286 | -0.085 | -0.084 | 0.243 | 0.192 | 1.000 | 0.046 | -0.151 | 0.008 | 0.263 | 0.132 | 0.054 | 0.127 | 0.148 | 0.228 | 0.279 | 0.115 | 0.046 | 0.047 | 0.075 | 0.014 |
| tot_chole | 0.024 | -0.020 | 0.065 | 0.079 | 0.020 | 0.021 | 0.071 | 0.112 | 0.046 | 1.000 | 0.158 | 0.887 | 0.275 | 0.115 | -0.008 | 0.025 | 0.103 | 0.126 | 0.156 | 0.016 | 0.003 | 0.005 | 0.006 | 0.008 |
| HDL_chole | -0.114 | -0.190 | -0.348 | -0.381 | 0.009 | 0.005 | -0.141 | -0.117 | -0.151 | 0.158 | 1.000 | -0.042 | -0.469 | -0.241 | -0.024 | -0.227 | -0.104 | -0.249 | -0.222 | 0.001 | 0.000 | 0.000 | 0.000 | 0.000 |
| LDL_chole | 0.039 | -0.009 | 0.079 | 0.087 | 0.017 | 0.018 | 0.039 | 0.072 | 0.008 | 0.887 | -0.042 | 1.000 | 0.109 | 0.106 | -0.014 | 0.044 | 0.055 | 0.090 | 0.074 | 0.000 | 0.000 | 0.003 | 0.002 | 0.000 |
| triglyceride | 0.127 | 0.150 | 0.352 | 0.415 | -0.008 | -0.006 | 0.251 | 0.247 | 0.263 | 0.275 | -0.469 | 0.109 | 1.000 | 0.296 | 0.030 | 0.189 | 0.223 | 0.361 | 0.449 | 0.029 | 0.001 | 0.000 | 0.024 | 0.025 |
| hemoglobin | -0.180 | 0.585 | 0.546 | 0.394 | 0.181 | 0.183 | 0.184 | 0.249 | 0.132 | 0.115 | -0.241 | 0.106 | 0.296 | 1.000 | 0.017 | 0.458 | 0.243 | 0.418 | 0.468 | 0.621 | 0.035 | 0.036 | 0.311 | 0.280 |
| urine_protein | 0.024 | 0.009 | 0.025 | 0.042 | -0.022 | -0.023 | 0.040 | 0.031 | 0.054 | -0.008 | -0.024 | -0.014 | 0.030 | 0.017 | 1.000 | 0.037 | 0.025 | 0.021 | 0.038 | 0.020 | 0.021 | 0.019 | 0.014 | 0.017 |
| serum_creatinine | 0.001 | 0.462 | 0.419 | 0.312 | 0.087 | 0.090 | 0.132 | 0.137 | 0.127 | 0.025 | -0.227 | 0.044 | 0.189 | 0.458 | 0.037 | 1.000 | 0.182 | 0.246 | 0.321 | 0.008 | 0.002 | 0.000 | 0.003 | 0.006 |
| SGOT_AST | 0.207 | 0.083 | 0.213 | 0.278 | -0.041 | -0.038 | 0.203 | 0.183 | 0.148 | 0.103 | -0.104 | 0.055 | 0.223 | 0.243 | 0.025 | 0.182 | 1.000 | 0.731 | 0.463 | 0.001 | 0.000 | 0.000 | 0.001 | 0.001 |
| SGOT_ALT | 0.068 | 0.247 | 0.441 | 0.453 | 0.040 | 0.042 | 0.232 | 0.232 | 0.228 | 0.126 | -0.249 | 0.090 | 0.361 | 0.418 | 0.021 | 0.246 | 0.731 | 1.000 | 0.619 | 0.002 | 0.000 | 0.000 | 0.002 | 0.000 |
| gamma_GTP | 0.059 | 0.323 | 0.462 | 0.471 | 0.044 | 0.046 | 0.278 | 0.288 | 0.279 | 0.156 | -0.222 | 0.074 | 0.449 | 0.468 | 0.038 | 0.321 | 0.463 | 0.619 | 1.000 | 0.164 | 0.006 | 0.007 | 0.121 | 0.153 |
| sex | 0.127 | 0.744 | 0.588 | 0.043 | 0.143 | 0.147 | 0.203 | 0.194 | 0.115 | 0.016 | 0.001 | 0.000 | 0.029 | 0.621 | 0.020 | 0.008 | 0.001 | 0.002 | 0.164 | 1.000 | 0.003 | 0.000 | 0.643 | 0.369 |
| hear_left | 0.241 | 0.099 | 0.050 | 0.003 | 0.078 | 0.076 | 0.053 | 0.007 | 0.046 | 0.003 | 0.000 | 0.000 | 0.001 | 0.035 | 0.021 | 0.002 | 0.000 | 0.000 | 0.006 | 0.003 | 1.000 | 0.537 | 0.032 | 0.058 |
| hear_right | 0.235 | 0.100 | 0.051 | 0.003 | 0.075 | 0.076 | 0.055 | 0.008 | 0.047 | 0.005 | 0.000 | 0.003 | 0.000 | 0.036 | 0.019 | 0.000 | 0.000 | 0.000 | 0.007 | 0.000 | 0.537 | 1.000 | 0.031 | 0.058 |
| SMK_stat_type_cd | 0.144 | 0.361 | 0.282 | 0.023 | 0.070 | 0.071 | 0.091 | 0.098 | 0.075 | 0.006 | 0.000 | 0.002 | 0.024 | 0.311 | 0.014 | 0.003 | 0.001 | 0.002 | 0.121 | 0.643 | 0.032 | 0.031 | 1.000 | 0.365 |
| DRK_YN | 0.291 | 0.375 | 0.260 | 0.016 | 0.132 | 0.132 | 0.050 | 0.093 | 0.014 | 0.008 | 0.000 | 0.000 | 0.025 | 0.280 | 0.017 | 0.006 | 0.001 | 0.000 | 0.153 | 0.369 | 0.058 | 0.058 | 0.365 | 1.000 |
A simple visualization of nullity by column.
Nullity matrix is a data-dense display which lets you quickly visually pick out patterns in data completion.
| sex | age | height | weight | waistline | sight_left | sight_right | hear_left | hear_right | SBP | DBP | BLDS | tot_chole | HDL_chole | LDL_chole | triglyceride | hemoglobin | urine_protein | serum_creatinine | SGOT_AST | SGOT_ALT | gamma_GTP | SMK_stat_type_cd | DRK_YN | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | 1 | 35 | 170 | 75 | 90.0 | 1.0 | 1.0 | 1 | 1 | 120.0 | 80.0 | 99.0 | 193.0 | 48.0 | 126.0 | 92.0 | 17.1 | 1 | 1.0 | 21.0 | 35.0 | 40.0 | 1 | 1 |
| 1 | 1 | 30 | 180 | 80 | 89.0 | 0.9 | 1.2 | 1 | 1 | 130.0 | 82.0 | 106.0 | 228.0 | 55.0 | 148.0 | 121.0 | 15.8 | 1 | 0.9 | 20.0 | 36.0 | 27.0 | 3 | 0 |
| 2 | 1 | 40 | 165 | 75 | 91.0 | 1.2 | 1.5 | 1 | 1 | 120.0 | 70.0 | 98.0 | 136.0 | 41.0 | 74.0 | 104.0 | 15.8 | 1 | 0.9 | 47.0 | 32.0 | 68.0 | 1 | 0 |
| 3 | 1 | 50 | 175 | 80 | 91.0 | 1.5 | 1.2 | 1 | 1 | 145.0 | 87.0 | 95.0 | 201.0 | 76.0 | 104.0 | 106.0 | 17.6 | 1 | 1.1 | 29.0 | 34.0 | 18.0 | 1 | 0 |
| 4 | 1 | 50 | 165 | 60 | 80.0 | 1.0 | 1.2 | 1 | 1 | 138.0 | 82.0 | 101.0 | 199.0 | 61.0 | 117.0 | 104.0 | 13.8 | 1 | 0.8 | 19.0 | 12.0 | 25.0 | 1 | 0 |
| 5 | 1 | 50 | 165 | 55 | 75.0 | 1.2 | 1.5 | 1 | 1 | 142.0 | 92.0 | 99.0 | 218.0 | 77.0 | 95.0 | 232.0 | 13.8 | 3 | 0.8 | 29.0 | 40.0 | 37.0 | 3 | 1 |
| 6 | 0 | 45 | 150 | 55 | 69.0 | 0.5 | 0.4 | 1 | 1 | 101.0 | 58.0 | 89.0 | 196.0 | 66.0 | 115.0 | 75.0 | 12.3 | 1 | 0.8 | 19.0 | 12.0 | 12.0 | 1 | 0 |
| 7 | 1 | 35 | 175 | 65 | 84.2 | 1.2 | 1.0 | 1 | 1 | 132.0 | 80.0 | 94.0 | 185.0 | 58.0 | 107.0 | 101.0 | 14.4 | 1 | 0.8 | 18.0 | 18.0 | 35.0 | 3 | 1 |
| 8 | 1 | 55 | 170 | 75 | 84.0 | 1.2 | 0.9 | 1 | 1 | 145.0 | 85.0 | 104.0 | 217.0 | 56.0 | 141.0 | 100.0 | 15.1 | 1 | 0.8 | 32.0 | 23.0 | 26.0 | 1 | 1 |
| 9 | 1 | 40 | 175 | 75 | 82.0 | 1.5 | 1.5 | 1 | 1 | 132.0 | 105.0 | 100.0 | 195.0 | 60.0 | 118.0 | 83.0 | 13.9 | 1 | 0.9 | 21.0 | 38.0 | 16.0 | 2 | 1 |
| sex | age | height | weight | waistline | sight_left | sight_right | hear_left | hear_right | SBP | DBP | BLDS | tot_chole | HDL_chole | LDL_chole | triglyceride | hemoglobin | urine_protein | serum_creatinine | SGOT_AST | SGOT_ALT | gamma_GTP | SMK_stat_type_cd | DRK_YN | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 991336 | 1 | 80 | 170 | 60 | 74.0 | 1.0 | 0.9 | 1 | 1 | 139.0 | 83.0 | 109.0 | 171.0 | 75.0 | 84.0 | 57.0 | 12.0 | 1 | 1.2 | 18.0 | 11.0 | 15.0 | 2 | 1 |
| 991337 | 0 | 35 | 165 | 70 | 81.0 | 1.0 | 1.0 | 1 | 1 | 113.0 | 69.0 | 81.0 | 173.0 | 63.0 | 92.0 | 88.0 | 13.3 | 1 | 0.7 | 20.0 | 17.0 | 12.0 | 1 | 0 |
| 991338 | 1 | 20 | 175 | 65 | 74.5 | 1.0 | 1.5 | 1 | 1 | 105.0 | 70.0 | 87.0 | 211.0 | 72.0 | 120.0 | 92.0 | 15.4 | 1 | 0.8 | 25.0 | 26.0 | 50.0 | 2 | 1 |
| 991339 | 1 | 70 | 165 | 60 | 78.0 | 0.9 | 0.8 | 1 | 1 | 137.0 | 78.0 | 93.0 | 167.0 | 57.0 | 89.0 | 105.0 | 16.1 | 1 | 1.0 | 23.0 | 13.0 | 32.0 | 1 | 1 |
| 991340 | 0 | 50 | 150 | 50 | 72.6 | 1.0 | 1.0 | 1 | 1 | 116.0 | 74.0 | 108.0 | 178.0 | 48.0 | 105.0 | 125.0 | 15.2 | 1 | 0.8 | 28.0 | 26.0 | 29.0 | 1 | 0 |
| 991341 | 1 | 45 | 175 | 80 | 92.1 | 1.5 | 1.5 | 1 | 1 | 114.0 | 80.0 | 88.0 | 198.0 | 46.0 | 125.0 | 132.0 | 15.0 | 1 | 1.0 | 26.0 | 36.0 | 27.0 | 1 | 0 |
| 991342 | 1 | 35 | 170 | 75 | 86.0 | 1.0 | 1.5 | 1 | 1 | 119.0 | 83.0 | 83.0 | 133.0 | 40.0 | 84.0 | 45.0 | 15.8 | 1 | 1.1 | 14.0 | 17.0 | 15.0 | 1 | 0 |
| 991343 | 0 | 40 | 155 | 50 | 68.0 | 1.0 | 0.7 | 1 | 1 | 110.0 | 70.0 | 90.0 | 205.0 | 96.0 | 77.0 | 157.0 | 14.3 | 1 | 0.8 | 30.0 | 27.0 | 17.0 | 3 | 1 |
| 991344 | 1 | 25 | 175 | 60 | 72.0 | 1.5 | 1.0 | 1 | 1 | 119.0 | 74.0 | 69.0 | 122.0 | 38.0 | 73.0 | 53.0 | 14.5 | 1 | 0.8 | 21.0 | 14.0 | 17.0 | 1 | 0 |
| 991345 | 1 | 50 | 160 | 70 | 90.5 | 1.0 | 1.5 | 1 | 1 | 133.0 | 79.0 | 99.0 | 225.0 | 39.0 | 153.0 | 163.0 | 15.8 | 1 | 0.9 | 24.0 | 43.0 | 36.0 | 3 | 1 |
Most frequently occurring
| sex | age | height | weight | waistline | sight_left | sight_right | hear_left | hear_right | SBP | DBP | BLDS | tot_chole | HDL_chole | LDL_chole | triglyceride | hemoglobin | urine_protein | serum_creatinine | SGOT_AST | SGOT_ALT | gamma_GTP | SMK_stat_type_cd | DRK_YN | # duplicates | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | 0 | 20 | 160 | 50 | 70.0 | 1.0 | 1.0 | 1 | 1 | 106.0 | 68.0 | 76.0 | 154.0 | 45.0 | 98.0 | 56.0 | 12.7 | 1 | 0.8 | 18.0 | 13.0 | 11.0 | 1 | 0 | 2 |
| 1 | 0 | 30 | 150 | 45 | 60.0 | 1.2 | 0.9 | 1 | 1 | 100.0 | 60.0 | 106.0 | 181.0 | 72.0 | 90.0 | 93.0 | 12.0 | 1 | 0.9 | 16.0 | 11.0 | 24.0 | 1 | 0 | 2 |
| 2 | 0 | 40 | 160 | 55 | 67.0 | 2.0 | 1.5 | 1 | 1 | 120.0 | 80.0 | 97.0 | 184.0 | 64.0 | 102.0 | 87.0 | 13.0 | 1 | 0.7 | 16.0 | 11.0 | 43.0 | 2 | 1 | 2 |
| 3 | 0 | 40 | 170 | 85 | 88.0 | 0.9 | 0.9 | 1 | 1 | 120.0 | 70.0 | 110.0 | 191.0 | 47.0 | 121.0 | 115.0 | 10.4 | 1 | 0.9 | 17.0 | 14.0 | 33.0 | 1 | 0 | 2 |
| 4 | 0 | 45 | 165 | 65 | 82.0 | 1.0 | 1.0 | 1 | 1 | 120.0 | 80.0 | 87.0 | 178.0 | 64.0 | 103.0 | 53.0 | 13.6 | 1 | 0.5 | 17.0 | 19.0 | 28.0 | 1 | 0 | 2 |
| 5 | 0 | 50 | 155 | 70 | 90.8 | 1.0 | 1.0 | 1 | 1 | 150.0 | 96.0 | 101.0 | 230.0 | 43.0 | 150.0 | 183.0 | 14.9 | 1 | 0.8 | 24.0 | 22.0 | 42.0 | 1 | 0 | 2 |
| 6 | 0 | 55 | 140 | 50 | 78.0 | 0.9 | 1.2 | 1 | 1 | 134.0 | 88.0 | 81.0 | 208.0 | 44.0 | 121.0 | 456.0 | 13.8 | 1 | 0.5 | 21.0 | 24.0 | 27.0 | 1 | 0 | 2 |
| 7 | 0 | 65 | 145 | 50 | 76.0 | 1.0 | 0.9 | 1 | 1 | 154.0 | 96.0 | 86.0 | 268.0 | 65.0 | 160.0 | 212.0 | 16.2 | 1 | 0.7 | 21.0 | 22.0 | 25.0 | 1 | 0 | 2 |
| 8 | 0 | 65 | 150 | 55 | 86.0 | 0.9 | 0.9 | 1 | 1 | 120.0 | 65.0 | 99.0 | 228.0 | 62.0 | 139.0 | 136.0 | 11.9 | 1 | 0.7 | 27.0 | 18.0 | 14.0 | 1 | 0 | 2 |
| 9 | 0 | 65 | 155 | 55 | 69.2 | 0.7 | 0.7 | 1 | 1 | 130.0 | 80.0 | 125.0 | 294.0 | 52.0 | 185.0 | 283.0 | 13.8 | 3 | 0.6 | 33.0 | 30.0 | 24.0 | 1 | 0 | 2 |